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UsePod

The inference marketplace. Open-weight models are commoditizing. Point any OpenAI- or Anthropic-compatible client at UsePod, get matched with the best-priced provider that meets your requirements, and pay per request in USDC.

Frontier models are temporary monopolies; open-weight models are commodities, and commodities get cheaper when markets are allowed to work. UsePod is a two-sided marketplace that lets supply meet demand directly and drives the price of inference toward the cost of production, while a drop-in API keeps your existing agents and tools running unchanged. Why inference is becoming a commodity →

Inference users

Change one base URL and reach frontier models plus open-weight alternatives at marketplace prices: frontier quality where you need it, commodity pricing everywhere else. Quickstart →

Hardware providers

Run open models on your own GPUs, set your prices, and earn 80% of every settled inference in USDC. Run a provider →

Key & credit holders

Hold an upstream API key or idle inference allocation? Connect it and resell into the market at a price you set. Resell your keys →

Researchers

Monetize custom models and quantizations the public APIs don’t offer, priced at whatever the market will bear. Run a provider →

Drop-in API

OpenAI- and Anthropic-compatible. One base-URL change, with no SDK or auth changes. Drop-in API →

Best-price routing

Candidates are capped at the cheapest centralized price, then filtered by your ceiling, provider health, and capacity. Routing & matching →

Always-on fallback

Centralized providers stay available as a tier-zero fallback, so you’re never stranded. Pricing →